Trempealeau County (/ˈtrɛm.pə.loʊ/, TREM-pə-loh) is a county in the U.S. state of Wisconsin. As of the 2020 census, the population was 30,760. Its county seat is Whitehall. Many people of Polish, Norwegian and German descent live in this area.